Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700009023

The MH-36 locality cells most similar to this Beed cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Solapurcell 4960004709

distance 0.192 · cross-district

#2 · Beedcell 4700009038

distance 0.206

#3 · Solapurcell 4960005309

distance 0.219 · cross-district

#4 · Punecell 4900006297

distance 0.226 · cross-district

#5 · Solapurcell 4960004407

distance 0.254 · cross-district

#6 · Buldhanacell 4720005634

distance 0.258 · cross-district

#7 · Buldhanacell 4720003596

distance 0.26 · cross-district

#8 · Beedcell 4700009020

distance 0.261

#9 · Jalnacell 4790000380

distance 0.27 · cross-district

#10 · Washimcell 4990002290

distance 0.271 · cross-district

#11 · Beedcell 4700009017

distance 0.274

#12 · Chhatrapati Sambhajinagarcell 4690006943

distance 0.276 · cross-district

#13 · Solapurcell 4960004861

distance 0.277 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690007238

distance 0.28 · cross-district

#15 · Jalnacell 4790003694

distance 0.28 · cross-district

#16 · Solapurcell 4960003556

distance 0.281 · cross-district

#17 · Solapurcell 4960004711

distance 0.282 · cross-district

#18 · Beedcell 4700004010

distance 0.283

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":470,"cluster_id":4700009023}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.